The Pragmatic Engineer
OCTOBER 27, 2022
This issue was written in Oct 2022, sent out to all subscribers of The Pragmatic Engineer Newsletter in October 2022. The observations on how Big Tech hiring will slow down have since been validated, with Meta not only laying off in November, but also rescinding offers in January 2023, and Amazon doing the same. If you want to get the pulse of the industry in your inbox, subscribe.
KDnuggets
OCTOBER 27, 2022
Edge ML involves putting ML models on consumer devices where they can independently run inferences without an internet connection, in real-time, and at no cost.
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U-Next
OCTOBER 27, 2022
Introduction . An MIS ( Management Information Systems ) executive is responsible for the management of an organization’s computer systems, applications, and networks. This includes overseeing the information technology (IT) department and ensuring that all platforms, including hardware, software, and telecommunications systems, are running smoothly.
KDnuggets
OCTOBER 27, 2022
Graph Algorithms for Data Science is a hands-on guide to working with graph-based data in applications like machine learning, fraud detection, and business data analysis. Filled with fascinating and fun projects, demonstrating the ins-and-outs of graphs.
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DataKitchen
OCTOBER 27, 2022
. Question: What is something the data industry is missing? I think it’s observability-led DataOps. I’ve come to believe that we, as an industry, will not change how people build things they’ve already made. They’re already being Heroes and have pain, unhappiness, and poor results. The first step to enlightenment. The first step in solving that pain is to observe what’s happening with your data and analytics ‘estate’ and stick little thermometers at va
KDnuggets
OCTOBER 27, 2022
Learn how data-centric AI can improve your model's overall performance.
Data Engineering Digest brings together the best content for data engineering professionals from the widest variety of industry thought leaders.
Confluent
OCTOBER 27, 2022
How to build a complete motion detection and alerting system to power modern, real-time IoT and data streaming using Confluent.
U-Next
OCTOBER 27, 2022
Introduction . AI cloud is a promising domain. It has recently gained prominence and has been deployed for various purposes, such as data storage, processing, and software development. The emergence of Artificial Intelligence (AI) has opened new possibilities for cloud computing. . AI is a branch of computer science that deals with making computers intelligent by writing algorithms with human-like characteristics like learning and problem-solving.
U-Next
OCTOBER 27, 2022
Introduction . You might be wondering, “ what is data cleaning?” It is an integral part of a process where the data needs to be cleaned before it can be used effectively by any organization or business. In recent times, the importance of data has increased exponentially. Data is used not only for storing information but also for many other purposes like processing, analyzing, and then making effective decisions. .
Speaker: Scott Sehlhorst
We know we want to create products which our customers find to be valuable. Whether we label it as customer-centric or product-led depends on how long we've been doing product management. There are three challenges we face when doing this. The obvious challenge is figuring out what our users need; the non-obvious challenges are in creating a shared understanding of those needs and in sensing if what we're doing is meeting those needs.
Cloudera
OCTOBER 27, 2022
Abstract. The Apache Solr cluster is available in CDP Public Cloud , using the “Data exploration and analytics” data hub template. In this article we will investigate how to connect to the Solr REST API running in the Public Cloud, and highlight the performance impact of session cookie configurations when Apache Knox Gateway is used to proxy the traffic to Solr servers.
U-Next
OCTOBER 27, 2022
Introduction . Since the advent of digital technology, online education has grown tremendously in popularity. The trend is likely to last for a long time. Certificate programs offered online are more flexible and provide career advancement and greater exposure than those offered by conventional colleges. With them, you can enhance your practical skills cost-effectively and conveniently.
U-Next
OCTOBER 27, 2022
Introduction . A Cloud Computing service offers various on-demand services over the Internet, such as servers, software, databases, storage, networks, and many others. The many advantages of cloud computing are causing almost every industry to adopt one or more forms of it today. . Each company starts with very few employees and only requires a small database to maintain in the initial years.
U-Next
OCTOBER 27, 2022
Introduction . In the 21st century, we have seen significant technological advancements. During the early 2000s, there has been a rapid decline in several highly commercial and trending technologies, and several new ones have taken their place. The year 2022 has also seen several completely new technologies being introduced, especially in the fields of Machine Learning technologies and Artificial Intelligence technologies.
Speaker: Timothy Chan, PhD., Head of Data Science
Are you ready to move beyond the basics and take a deep dive into the cutting-edge techniques that are reshaping the landscape of experimentation? 🌐 From Sequential Testing to Multi-Armed Bandits, Switchback Experiments to Stratified Sampling, Timothy Chan, Data Science Lead, is here to unravel the mysteries of these powerful methodologies that are revolutionizing how we approach testing.
U-Next
OCTOBER 27, 2022
Introduction . Artificial intelligence in marketing entails using AI technology to automatically make judgments based on accumulated data, analyzed data, and any other observations of audience or economic trends that may affect marketing activities. . AI offers one of the strongest tools to help companies succeed in a more advanced and efficient field, where AI holds the greatest potential. .
U-Next
OCTOBER 27, 2022
Introduction to Summary Statistics . What are Summary statistics? A statistics summary gives information about the data in a sample. It can help understand the values better. It may include the total number of values, minimum value, and maximum value, along with the mean value and the standard deviation corresponding to a data collection. With this, you can understand the trends, outliers, and distribution of values in a data set.
U-Next
OCTOBER 27, 2022
Introduction . Innovation is one of the most important aspects of today’s competitive landscape. Leaders of business must constantly seek out new ways to innovate because there is a limitation to the number of problems you can solve with the old solutions. . Every industry relies heavily on innovations ; however, it is crucial that it not be used as just a buzzword but instead understood as a process that should be carefully examined. .
U-Next
OCTOBER 27, 2022
Introduction . In today’s world of digital sales, it’s important to understand the power of your target market. This can help you focus on the right customers and ensure that you’re offering products that best fit their needs. It’ll also help you figure out ways to reach out to these people online and through social media platforms like Facebook, Instagram, or Twitter.
Speaker: Anne Steiner and David Laribee
As a concept, Developer Experience (DX) has gained significant attention in the tech industry. It emphasizes engineers’ efficiency and satisfaction during the product development process. As product managers, we need to understand how a good DX can contribute not only to the well-being of our development teams but also to the broader objectives of product success and customer satisfaction.
U-Next
OCTOBER 27, 2022
Introduction . We all know that Python code is more concise and reliable than other languages. But Python is more capable than you might realize. Python offers a variety of shortcuts and techniques that can be used to speed up code execution while also improving the codebase’s accuracy, such as an import command in Python. . This article will discuss tips and tricks that you may immediately use for your Python project.
U-Next
OCTOBER 27, 2022
Introduction . DevOps Engineers are responsible for developing and operating a company’s applications. You’ll work with different teams across the company to build, test and deploy applications. You’re also responsible for monitoring and improving the performance of applications, as well as working on Continuous Integration (CI), Continuous Delivery (CD), and Continuous Deployment (CDD) processes that automate your workflow between development environments to production system
U-Next
OCTOBER 27, 2022
Introduction . The development of Artificial Intelligence (AI) and voice recognition has had a profound impact on almost every area of human existence. One technology that has benefited from AI’s ability to streamline processes is speech recognition. We can now convert voicemails to text with this cutting-edge technology. It can also teach your speech so you can issue commands with only your voice.
U-Next
OCTOBER 27, 2022
Introduction . Software engineers widely use the Python programming language. Since its creation by Guido Van Rossum in 1991, it has consistently been among the most popular programming languages, alongside C, Java, etc. Python has emerged as the clear frontrunner in our efforts to determine the best programming language for Artificial Intelligence and neural networks. .
Speaker: Aarushi Kansal, AI Leader & Author and Tony Karrer, Founder & CTO at Aggregage
Software leaders who are building applications based on Large Language Models (LLMs) often find it a challenge to achieve reliability. It’s no surprise given the non-deterministic nature of LLMs. To effectively create reliable LLM-based (often with RAG) applications, extensive testing and evaluation processes are crucial. This often ends up involving meticulous adjustments to prompts.
U-Next
OCTOBER 27, 2022
Introduction . In today’s competitive and challenging world, data is one of the most powerful tools available to businesses and organizations. It helps overcome problems and obstacles, leading to more options and better solutions. . Keeping this data organized and easily accessible is important, but it also brings some hefty demands. If you can’t turn your data into actionable assets, all the data in the world won’t help you make the right business decision. .
U-Next
OCTOBER 27, 2022
Introduction . Data visualization aids in the telling of stories by filtering data into a more understandable format, showing patterns and outliers. A good visualization conveys a narrative by reducing noise from data and emphasizing important information. It is the most important aspect for any company. The stats provided below clearly indicate the significance of AI in Data visualization.
U-Next
OCTOBER 27, 2022
Introduction . Cloud computing is the term used to describe internet data storage and access. It doesn’t store any data on your computer’s hard drive and allows users to access data from faraway servers. The AWS Solutions Architect team is tasked to help customers implement highly scalable, flexible, and resilient cloud technologies. .
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